Orchestrate multi-turn AI sessions for iterative execution, review, and optimization cycles.
npx skills add https://github.com/KunCheng-He/kk-ai --skill loop-by-herdr
Please help me install this Agent Skill. Skill: loop-by-herdr Source: https://github.com/KunCheng-He/kk-ai/tree/main/skills/common/loop-by-herdr Command: npx skills add https://github.com/KunCheng-He/kk-ai --skill loop-by-herdr
This Skill solves the limitation of single-turn AI sessions by enabling automated, goal-oriented iterative cycles of execution, review, and optimization.
Use the loop-by-herdr skill to execute the task of generating a project README with a maximum of 5 iterations based on the defined success criteria.
High-intent search queries and answers about installing and using this skill.
Iterative AI workflows orchestrate multi-turn sessions that cycle through execution, review, and optimization until your defined success criteria are met or a maximum iteration count is reached.
Multi-turn AI task refinement is best automated by applying iterative execution cycles with automated quality gatekeeping, which verifies outputs against predefined standards before completion and handles complex debugging workflows.
Automated iterative optimization cycles require a herdr-compatible environment and clearly defined success metrics to properly manage session state and the goal-driven iterative logic across multiple turns.
Automated quality gatekeeping can validate complex codebase development by running repeated validation and debugging cycles, ensuring the final documentation or code meets predefined production-ready standards before completion.
Automated workflow optimization stops before reaching the target quality when the system hits the configured maximum iteration count, halting the execution and review cycle even if success criteria are not fully achieved.
duy-tungExecute iterative optimization loops against configurable code metrics with git-based change validation.
disciplin-run-orgAutomate engineering review workflows with configurable scripts and iterative refinement.
viktorbezdekAutomate end-to-end development workflows integrating testing, debugging, profiling, and code review.
roderikDispatch fresh subagents per task to execute implementation plans with two-stage reviews.
